README.md

---
title: EvoTool Interactive Replay
emoji: 🔁
colorFrom: purple
colorTo: indigo
sdk: static
pinned: false
license: mit
short_description: Generation-by-generation replay of EvoTool's evolution loop
---

# EvoTool — Interactive Replay

Generation-by-generation replay of the EvoTool self-evolving loop (blame → targeted
mutation → diversity-aware selection) on a reference run: every one of the 90
generations with the Blamer's diagnosis, the prompt diff, and the population state.

- Paper: **EvoTool: Self-Evolving Tool-Use Policy Optimization in LLM Agents via
  Blame-Aware Mutation and Diversity-Aware Selection** (ACL 2026) —
  https://aclanthology.org/2026.acl-long.2016/ · arXiv: https://arxiv.org/abs/2603.04900
- Code: https://github.com/SYang2000/ACL_2026_EvoTool
- Project page: https://syang2000.github.io/ACL_2026_EvoTool/